Binarized neural network neuron threshold tests and last-layer scores can be equivalently expressed as Sugeno integrals on binary inputs, yielding explicit set-function and rule-based representations.
A decade of application of the Choquet and Sugeno integrals in multi-criteria decision aid.Annals of Operations Research, 175:247–286, 2010
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A Sugeno Integral View of Binarized Neural Network Inference
Binarized neural network neuron threshold tests and last-layer scores can be equivalently expressed as Sugeno integrals on binary inputs, yielding explicit set-function and rule-based representations.